lauyeeyu/TeleRAG-Dataset

TeleRAG Dataset

This repository contains the dataset for the TeleRAG project, structured into two main components: rag_data and wiki_dpr.

Directory Structure

1. rag_data/

This directory holds the output data from various RAG pipelines.

• rag_output/: Includes the generated output data and results from all the executed pipelines.

2. wiki_dpr/

This directory contains the converted datastore originating from the wiki_dpr dataset. The datastore has been processed and formatted for compatibility with evaluating different retrieval backends.

• FAISS: The dataset includes vectors and indices formatted for Facebook AI Similarity Search.
• RAGacc: The dataset also includes our custom ragacc format representation.

Credits

• The wiki_dpr data in this repository is derived from the original facebook/wiki_dpr dataset on Hugging Face. We gratefully acknowledge their work in providing this dataset.
• The rag_data is processed and generated using the FlashRAG framework. We appreciate their contributions to providing this tool.

Context

This dataset acts as the comprehensive storage for evaluating RAG throughput, latency, and performance as part of the TeleRAG system. Use the rag_data to review end-to-end pipeline outputs and wiki_dpr for the raw/converted knowledge corpus.